TY - JOUR A1 - Milanese, Alessio A1 - Mende, Daniel R A1 - Paoli, Lucas A1 - Salazar, Guillem A1 - Ruscheweyh, Hans-Joachim A1 - Cuenca, Miguelangel A1 - Hingamp, Pascal A1 - Alves, Renato A1 - Costea, Paul I A1 - Coelho, Luis Pedro A1 - Schmidt, Thomas S. B. A1 - Almeida, Alexandre A1 - Mitchell, Alex L A1 - Finn, Robert D. A1 - Huerta-Cepas, Jaime A1 - Bork, Peer A1 - Zeller, Georg A1 - Sunagawa, Shinichi T1 - Microbial abundance, activity and population genomic profiling with mOTUs2 JF - Nature Communications N2 - Metagenomic sequencing has greatly improved our ability to profile the composition of environmental and host-associated microbial communities. However, the dependency of most methods on reference genomes, which are currently unavailable for a substantial fraction of microbial species, introduces estimation biases. We present an updated and functionally extended tool based on universal (i.e., reference-independent), phylogenetic marker gene (MG)-based operational taxonomic units (mOTUs) enabling the profiling of >7700 microbial species. As more than 30% of them could not previously be quantified at this taxonomic resolution, relative abundance estimates based on mOTUs are more accurate compared to other methods. As a new feature, we show that mOTUs, which are based on essential housekeeping genes, are demonstrably well-suited for quantification of basal transcriptional activity of community members. Furthermore, single nucleotide variation profiles estimated using mOTUs reflect those from whole genomes, which allows for comparing microbial strain populations (e.g., across different human body sites). KW - microbiome KW - software Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-224089 VL - 10 ER - TY - JOUR A1 - Lee, Hong-Jen A1 - Li, Chien-Feng A1 - Ruan, Diane A1 - He, Jiabei A1 - Montal, Emily D. A1 - Lorenz, Sonja A1 - Girnun, Geoffrey D. A1 - Chan, Chia-Hsin T1 - Non-proteolytic ubiquitination of Hexokinase 2 by HectH9 controls tumor metabolism and cancer stem cell expansion JF - Nature Communications N2 - Enormous efforts have been made to target metabolic dependencies of cancer cells for developing new therapies. However, the therapeutic efficacy of glycolysis inhibitors is limited due to their inability to elicit cell death. Hexokinase 2 (HK2), via its mitochondrial localization, functions as a central nexus integrating glycolysis activation and apoptosis resilience. Here we identify that K63-linked ubiquitination by HectH9 regulates the mitochondrial localization and function of HK2. Through stable isotope tracer approach and functional metabolic analyses, we show that HectH9 deficiency impedes tumor glucose metabolism and growth by HK2 inhibition. The HectH9/HK2 pathway regulates cancer stem cell (CSC) expansion and CSC-associated chemoresistance. Histological analyses show that HectH9 expression is upregulated and correlated with disease progression in prostate cancer. This work uncovers that HectH9 is a novel regulator of HK2 and cancer metabolism. Targeting HectH9 represents an effective strategy to achieve long-term tumor remission by concomitantly disrupting glycolysis and inducing apoptosis. KW - cancer KW - cancer metabolism KW - molecular biology Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-236445 VL - 10 ER - TY - JOUR A1 - Langhauser, Friederike A1 - Casas, Ana I. A1 - Dao, Vu-Thao-Vi A1 - Guney, Emre A1 - Menche, Jörg A1 - Geuss, Eva A1 - Kleikers, Pamela W. M. A1 - López, Manuela G. A1 - Barabási, Albert-L. A1 - Kleinschnitz, Christoph A1 - Schmidt, Harald H. H. W. T1 - A diseasome cluster-based drug repurposing of soluble guanylate cyclase activators from smooth muscle relaxation to direct neuroprotection JF - npj Systems Biology and Applications N2 - Network medicine utilizes common genetic origins, markers and co-morbidities to uncover mechanistic links between diseases. These links can be summarized in the diseasome, a comprehensive network of disease–disease relationships and clusters. The diseasome has been influential during the past decade, although most of its links are not followed up experimentally. Here, we investigate a high prevalence unmet medical need cluster of disease phenotypes linked to cyclic GMP. Hitherto, the central cGMP-forming enzyme, soluble guanylate cyclase (sGC), has been targeted pharmacologically exclusively for smooth muscle modulation in cardiology and pulmonology. Here, we examine the disease associations of sGC in a non-hypothesis based manner in order to identify possibly previously unrecognized clinical indications. Surprisingly, we find that sGC, is closest linked to neurological disorders, an application that has so far not been explored clinically. Indeed, when investigating the neurological indication of this cluster with the highest unmet medical need, ischemic stroke, pre-clinically we find that sGC activity is virtually absent post-stroke. Conversely, a heme-free form of sGC, apo-sGC, was now the predominant isoform suggesting it may be a mechanism-based target in stroke. Indeed, this repurposing hypothesis could be validated experimentally in vivo as specific activators of apo-sGC were directly neuroprotective, reduced infarct size and increased survival. Thus, common mechanism clusters of the diseasome allow direct drug repurposing across previously unrelated disease phenotypes redefining them in a mechanism-based manner. Specifically, our example of repurposing apo-sGC activators for ischemic stroke should be urgently validated clinically as a possible first-in-class neuroprotective therapy. KW - neurology KW - pharmacology KW - systems biology Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-236381 VL - 4 ER - TY - JOUR A1 - Liao, Chunyu A1 - Ttofali, Fani A1 - Slotkowski, Rebecca A. A1 - Denny, Steven R. A1 - Cecil, Taylor D. A1 - Leenay, Ryan T. A1 - Keung, Albert J. A1 - Beisel, Chase L. T1 - Modular one-pot assembly of CRISPR arrays enables library generation and reveals factors influencing crRNA biogenesis JF - Nature Communications N2 - CRISPR-Cas systems inherently multiplex through CRISPR arrays—whether to defend against different invaders or mediate multi-target editing, regulation, imaging, or sensing. However, arrays remain difficult to generate due to their reoccurring repeat sequences. Here, we report a modular, one-pot scheme called CRATES to construct CRISPR arrays and array libraries. CRATES allows assembly of repeat-spacer subunits using defined assembly junctions within the trimmed portion of spacers. Using CRATES, we construct arrays for the single-effector nucleases Cas9, Cas12a, and Cas13a that mediated multiplexed DNA/RNA cleavage and gene regulation in cell-free systems, bacteria, and yeast. CRATES further allows the one-pot construction of array libraries and composite arrays utilized by multiple Cas nucleases. Finally, array characterization reveals processing of extraneous CRISPR RNAs from Cas12a terminal repeats and sequence- and context-dependent loss of RNA-directed nuclease activity via global RNA structure formation. CRATES thus can facilitate diverse multiplexing applications and help identify factors impacting crRNA biogenesis. KW - biotechnology KW - CRISPR-Cas systems KW - microbiology KW - small RNAs Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-236843 VL - 10 ER - TY - JOUR A1 - Levy, Marion J. F. A1 - Boulle, Fabien A1 - Emerit, Michel Boris A1 - Poilbout, Corinne A1 - Steinbusch, Harry W. M. A1 - Van den Hove, Daniel L. A. A1 - Kenis, Gunter A1 - Lanfumey, Laurence T1 - 5-HTT independent effects of fluoxetine on neuroplasticity JF - Scientific Reports N2 - Selective serotonin reuptake inhibitors are among the most prescribed antidepressants. Fluoxetine is the lead molecule which exerts its therapeutic effects, at least in part, by promoting neuroplasticity through increased brain-derived neurotrophic factor (BDNF)/tropomyosin-related receptor kinase B (TrkB) signalling. It is unclear however, to which extent the neuroplastic effects of fluoxetine are solely mediated by the inhibition of the serotonin transporter (5-HTT). To answer this question, the effects of fluoxetine on neuroplasticity were analysed in both wild type (WT) and 5-Htt knock-out (KO) mice. Using Western blotting and RT-qPCR approaches, we showed that fluoxetine 10 µM activated BDNF/TrkB signalling pathways in both CD1 and C57BL/6J mouse primary cortical neurons. Interestingly, effects on BDNF signalling were observed in primary cortical neurons from both 5-Htt WT and KO mice. In addition, a 3-week in vivo fluoxetine treatment (15 mg/kg/d; i.p.) increased the expression of plasticity genes in brains of both 5-Htt WT and KO mice, and tended to equally enhance hippocampal cell proliferation in both genotypes, without reaching significance. Our results further suggest that fluoxetine-induced neuroplasticity does not solely depend on 5-HTT blockade, but might rely, at least in part, on 5-HTT-independent direct activation of TrkB. KW - depression KW - neurotrophic factors Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-236759 VL - 9 ER - TY - JOUR A1 - Lee, Ching Hua A1 - Imhof, Stefan A1 - Berger, Christian A1 - Bayer, Florian A1 - Brehm, Johannes A1 - Molenkamp, Laurens W. A1 - Kiessling, Tobias A1 - Thomale, Ronny T1 - Topolectrical Circuits JF - Communications Physics N2 - Invented by Alessandro Volta and Félix Savary in the early 19th century, circuits consisting of resistor, inductor and capacitor (RLC) components are omnipresent in modern technology. The behavior of an RLC circuit is governed by its circuit Laplacian, which is analogous to the Hamiltonian describing the energetics of a physical system. Here we show that topological insulating and semimetallic states can be realized in a periodic RLC circuit. Topological boundary resonances (TBRs) appear in the impedance read-out of a topolectrical circuit, providing a robust signal for the presence of topological admittance bands. For experimental illustration, we build the Su-Schrieffer–Heeger circuit, where our impedance measurement detects the TBR midgap state. Topolectrical circuits establish a bridge between electrical engineering and topological states of matter, where the accessibility, scalability, and operability of electronics synergizes with the intricate boundary properties of topological phases. KW - electronics, photonics and device physics KW - topological insulators Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-236422 VL - 1 ER - TY - JOUR A1 - Kügel, Jens A1 - Karolak, Michael A1 - Krönlein, Andreas A1 - Serrate, David A1 - Bode, Matthias A1 - Sangiovanni, Giorgio T1 - Reversible magnetic switching of high-spin molecules on a giant Rashba surface JF - npj Quantum Materials N2 - The quantum mechanical screening of a spin via conduction electrons depends sensitively on the environment seen by the magnetic impurity. A high degree of responsiveness can be obtained with metal complexes, as the embedding of a metal ion into an organic molecule prevents intercalation or alloying and allows for a good control by an appropriate choice of the ligands. There are therefore hopes to reach an “on demand” control of the spin state of single molecules adsorbed on substrates. Hitherto one route was to rely on “switchable” molecules with intrinsic bistabilities triggered by external stimuli, such as temperature or light, or on the controlled dosing of chemicals to form reversible bonds. However, these methods constrain the functionality to switchable molecules or depend on access to atoms or molecules. Here, we present a way to induce bistability also in a planar molecule by making use of the environment. We found that the particular “habitat” offered by an antiphase boundary of the Rashba system BiAg2 stabilizes a second structure for manganese phthalocyanine molecules, in which the central Mn ion moves out of the molecular plane. This corresponds to the formation of a large magnetic moment and a concomitant change of the ground state with respect to the conventional adsorption site. The reversible spin switch found here shows how we can not only rearrange electronic levels or lift orbital degeneracies via the substrate, but even sway the effects of many-body interactions in single molecules by acting on their surrounding. KW - electronic structure of atoms and molecules KW - magnetic properties and materials KW - surfaces, interfaces and thin films Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-230866 VL - 3 ER - TY - JOUR A1 - Kurabi, Arwa A1 - Schaerer, Daniel A1 - Noack, Volker A1 - Bernhardt, Marlen A1 - Pak, Kwang A1 - Alexander, Thomas A1 - Husseman, Jacob A1 - Nguyen, Quyen A1 - Harris, Jeffrey P. A1 - Ryan, Allen F. T1 - Active Transport of Peptides Across the Intact Human Tympanic Membrane JF - Scientific Reports N2 - We previously identified peptides that are actively transported across the intact tympanic membrane (TM) of rats with infected middle ears. To assess the possibility that this transport would also occur across the human TM, we first developed and validated an assay to evaluate transport in vitro using fragments of the TM. Using this assay, we demonstrated the ability of phage bearing a TM-transiting peptide to cross freshly dissected TM fragments from infected rats or from uninfected rats, guinea pigs and rabbits. We then evaluated transport across fragments of the human TM that were discarded during otologic surgery. Human trans-TM transport was similar to that seen in the animal species. Finally, we found that free peptide, unconnected to phage, was transported across the TM at a rate comparable to that seen for peptide-bearing phage. These studies provide evidence supporting the concept of peptide-mediated drug delivery across the intact TM and into the middle ears of patients. KW - assay systems KW - biological models Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-230929 VL - 8 ER - TY - JOUR A1 - Liu, Yuhai A1 - Wang, Zhenjiu A1 - Sato, Toshihiro A1 - Hohenadler, Martin A1 - Wang, Chong A1 - Guo, Wenan A1 - Assaad, Fakher F. T1 - Superconductivity from the condensation of topological defects in a quantum spin-Hall insulator JF - Nature Communications N2 - The discovery of quantum spin-Hall (QSH) insulators has brought topology to the forefront of condensed matter physics. While a QSH state from spin-orbit coupling can be fully understood in terms of band theory, fascinating many-body effects are expected if it instead results from spontaneous symmetry breaking. Here, we introduce a model of interacting Dirac fermions where a QSH state is dynamically generated. Our tuning parameter further allows us to destabilize the QSH state in favour of a superconducting state through proliferation of charge-2e topological defects. This route to superconductivity put forward by Grover and Senthil is an instance of a deconfined quantum critical point (DQCP). Our model offers the possibility to study DQCPs without a second length scale associated with the reduced symmetry between field theory and lattice realization and, by construction, is amenable to large-scale fermion quantum Monte Carlo simulations. KW - computational science KW - phase transitions and critical phenomena KW - topological insulators Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-237024 VL - 10 ER - TY - JOUR A1 - López, Cristina A1 - Kleinheinz, Kortine A1 - Aukema, Sietse M. A1 - Rohde, Marius A1 - Bernhart, Stephan H. A1 - Hübschmann, Daniel A1 - Wagener, Rabea A1 - Toprak, Umut H. A1 - Raimondi, Francesco A1 - Kreuz, Markus A1 - Waszak, Sebastian M. A1 - Huang, Zhiqin A1 - Sieverling, Lina A1 - Paramasivam, Nagarajan A1 - Seufert, Julian A1 - Sungalee, Stephanie A1 - Russell, Robert B. A1 - Bausinger, Julia A1 - Kretzmer, Helene A1 - Ammerpohl, Ole A1 - Bergmann, Anke K. A1 - Binder, Hans A1 - Borkhardt, Arndt A1 - Brors, Benedikt A1 - Claviez, Alexander A1 - Doose, Gero A1 - Feuerbach, Lars A1 - Haake, Andrea A1 - Hansmann, Martin-Leo A1 - Hoell, Jessica A1 - Hummel, Michael A1 - Korbel, Jan O. A1 - Lawerenz, Chris A1 - Lenze, Dido A1 - Radlwimmer, Bernhard A1 - Richter, Julia A1 - Rosenstiel, Philip A1 - Rosenwald, Andreas A1 - Schilhabel, Markus B. A1 - Stein, Harald A1 - Stilgenbauer, Stephan A1 - Stadler, Peter F. A1 - Szczepanowski, Monika A1 - Weniger, Marc A. A1 - Zapatka, Marc A1 - Eils, Roland A1 - Lichter, Peter A1 - Loeffler, Markus A1 - Möller, Peter A1 - Trümper, Lorenz A1 - Klapper, Wolfram A1 - Hoffmann, Steve A1 - Küppers, Ralf A1 - Burkhardt, Birgit A1 - Schlesner, Matthias A1 - Siebert, Reiner T1 - Genomic and transcriptomic changes complement each other in the pathogenesis of sporadic Burkitt lymphoma JF - Nature Communications N2 - Burkitt lymphoma (BL) is the most common B-cell lymphoma in children. Within the International Cancer Genome Consortium (ICGC), we performed whole genome and transcriptome sequencing of 39 sporadic BL. Here, we unravel interaction of structural, mutational, and transcriptional changes, which contribute to MYC oncogene dysregulation together with the pathognomonic IG-MYC translocation. Moreover, by mapping IGH translocation breakpoints, we provide evidence that the precursor of at least a subset of BL is a B-cell poised to express IGHA. We describe the landscape of mutations, structural variants, and mutational processes, and identified a series of driver genes in the pathogenesis of BL, which can be targeted by various mechanisms, including IG-non MYC translocations, germline and somatic mutations, fusion transcripts, and alternative splicing. KW - cancer genomics KW - lymphocytes KW - lymphoid tissues KW - oncology Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-237281 VL - 10 ER - TY - JOUR A1 - Lu, Yuan A1 - Boswell, Wiliam A1 - Boswell, Mikki A1 - Klotz, Barbara A1 - Kneitz, Susanne A1 - Regneri, Janine A1 - Savage, Markita A1 - Mendoza, Cristina A1 - Postlethwait, John A1 - Warren, Wesley C. A1 - Schartl, Manfred A1 - Walter, Ronald B. T1 - Application of the Transcriptional Disease Signature (TDSs) to Screen Melanoma-Effective Compounds in a Small Fish Model JF - Scientific Reports N2 - Cell culture and protein target-based compound screening strategies, though broadly utilized in selecting candidate compounds, often fail to eliminate candidate compounds with non-target effects and/or safety concerns until late in the drug developmental process. Phenotype screening using intact research animals is attractive because it can help identify small molecule candidate compounds that have a high probability of proceeding to clinical use. Most FDA approved, first-in-class small molecules were identified from phenotypic screening. However, phenotypic screening using rodent models is labor intensive, low-throughput, and very expensive. As a novel alternative for small molecule screening, we have been developing gene expression disease profiles, termed the Transcriptional Disease Signature (TDS), as readout of small molecule screens for therapeutic molecules. In this concept, compounds that can reverse, or otherwise affect known disease-associated gene expression patterns in whole animals may be rapidly identified for more detailed downstream direct testing of their efficacy and mode of action. To establish proof of concept for this screening strategy, we employed a transgenic strain of a small aquarium fish, medaka (Oryzias latipes), that overexpresses the malignant melanoma driver gene xmrk, a mutant egfr gene, that is driven by a pigment cell-specific mitf promoter. In this model, melanoma develops with 100% penetrance. Using the transgenic medaka malignant melanoma model, we established a screening system that employs the NanoString nCounter platform to quantify gene expression within custom sets of TDS gene targets that we had previously shown to exhibit differential transcription among xmrk-transgenic and wild-type medaka. Compound-modulated gene expression was identified using an internet-accessible custom-built data processing pipeline. The effect of a given drug on the entire TDS profile was estimated by comparing compound-modulated genes in the TDS using an activation Z-score and Kolmogorov-Smirnov statistics. TDS gene probes were designed that target common signaling pathways that include proliferation, development, toxicity, immune function, metabolism and detoxification. These pathways may be utilized to evaluate candidate compounds for potential favorable, or unfavorable, effects on melanoma-associated gene expression. Here we present the logistics of using medaka to screen compounds, as well as, the development of a user-friendly NanoString data analysis pipeline to support feasibility of this novel TDS drug-screening strategy. KW - bioinformatics KW - phenotypic screening Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-237322 VL - 9 ER - TY - JOUR A1 - Mercier, Rebecca A1 - Wolmarans, Annemarie A1 - Schubert, Jonathan A1 - Neuweiler, Hannes A1 - Johnson, Jill L. A1 - LaPointe, Paul T1 - The conserved NxNNWHW motif in Aha-type co-chaperones modulates the kinetics of Hsp90 ATPase stimulation JF - Nature Communications N2 - Hsp90 is a dimeric molecular chaperone that is essential for the folding and activation of hundreds of client proteins. Co-chaperone proteins regulate the ATP-driven Hsp90 client activation cycle. Aha-type co-chaperones are the most potent stimulators of the Hsp90 ATPase activity but the relationship between ATPase regulation and in vivo activity is poorly understood. We report here that the most strongly conserved region of Aha-type co-chaperones, the N terminal NxNNWHW motif, modulates the apparent affinity of Hsp90 for nucleotide substrates. The ability of yeast Aha-type co-chaperones to act in vivo is ablated when the N terminal NxNNWHW motif is removed. This work suggests that nucleotide exchange during the Hsp90 functional cycle may be more important than rate of catalysis. KW - biophysics KW - cell growth KW - chaperones KW - enzymes Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-224007 VL - 10 ER - TY - JOUR A1 - Meral, Derya A1 - Provasi, Davide A1 - Prada-Gracia, Diego A1 - Möller, Jan A1 - Marino, Kristen A1 - Lohse, Martin J. A1 - Filizola, Marta T1 - Molecular details of dimerization kinetics reveal negligible populations of transient µ-opioid receptor homodimers at physiological concentrations JF - Scientific Reports N2 - Various experimental and computational techniques have been employed over the past decade to provide structural and thermodynamic insights into G Protein-Coupled Receptor (GPCR) dimerization. Here, we use multiple microsecond-long, coarse-grained, biased and unbiased molecular dynamics simulations (a total of ~4 milliseconds) combined with multi-ensemble Markov state models to elucidate the kinetics of homodimerization of a prototypic GPCR, the µ-opioid receptor (MOR), embedded in a 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine (POPC)/cholesterol lipid bilayer. Analysis of these computations identifies kinetically distinct macrostates comprising several different short-lived dimeric configurations of either inactive or activated MOR. Calculated kinetic rates and fractions of dimers at different MOR concentrations suggest a negligible population of MOR homodimers at physiological concentrations, which is supported by acceptor photobleaching fluorescence resonance energy transfer (FRET) experiments. This study provides a rigorous, quantitative explanation for some conflicting experimental data on GPCR oligomerization. KW - computational biophysics KW - fluorescence resonance energy transfer Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-223995 VL - 8 ER - TY - JOUR A1 - Medler, Juliane A1 - Nelke, Johannes A1 - Weisenberger, Daniela A1 - Steinfatt, Tim A1 - Rothaug, Moritz A1 - Berr, Susanne A1 - Hünig, Thomas A1 - Beilhack, Andreas A1 - Wajant, Harald T1 - TNFRSF receptor-specific antibody fusion proteins with targeting controlled FcγR-independent agonistic activity JF - Cell Death & Disease N2 - Antibodies specific for TNFRSF receptors that bind soluble ligands without getting properly activated generally act as strong agonists upon FcγR binding. Systematic analyses revealed that the FcγR dependency of such antibodies to act as potent agonists is largely independent from isotype, FcγR type, and of the epitope recognized. This suggests that the sole cellular attachment, achieved by Fc domain-FcγR interaction, dominantly determines the agonistic activity of antibodies recognizing TNFRSF receptors poorly responsive to soluble ligands. In accordance with this hypothesis, we demonstrated that antibody fusion proteins harboring domains allowing FcγR-independent cell surface anchoring also act as strong agonist provided they have access to their target. This finding defines a general possibility to generate anti-TNFRSF receptor antibodies with FcγR-independent agonism. Moreover, anti-TNFRSF receptor antibody fusion proteins with an anchoring domain promise superior applicability to conventional systemically active agonists when an anchoring target with localized disease associated expression can be addressed. KW - biologics KW - proteins Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-223948 VL - 10 ER - TY - JOUR A1 - Lübcke, Paul M. A1 - Ebbers, Meinolf N. B. A1 - Volzke, Johann A1 - Bull, Jana A1 - Kneitz, Susanne A1 - Engelmann, Robby A1 - Lang, Hermann A1 - Kreikemeyer, Bernd A1 - Müller-Hilke, Brigitte T1 - Periodontal treatment prevents arthritis in mice and methotrexate ameliorates periodontal bone loss JF - Scientific Reports N2 - Recent studies indicate a causal relationship between the periodontal pathogen P. gingivalis and rheumatoid arthritis involving the production of autoantibodies against citrullinated peptides. We therefore postulated that therapeutic eradication P. gingivalis may ameliorate rheumatoid arthritis development and here turned to a mouse model in order to challenge our hypothesis. F1 (DBA/1 x B10.Q) mice were orally inoculated with P. gingivalis before collagen-induced arthritis was provoked. Chlorhexidine or metronidazole were orally administered either before or during the induction phase of arthritis and their effects on arthritis progression and alveolar bone loss were compared to intraperitoneally injected methotrexate. Arthritis incidence and severity were macroscopically scored and alveolar bone loss was evaluated via microcomputed tomography. Serum antibody titres against P. gingivalis were quantified by ELISA and microbial dysbiosis following oral inoculation was monitored in stool samples via microbiome analyses. Both, oral chlorhexidine and metronidazole reduced the incidence and ameliorated the severity of collagen-induced arthritis comparable to methotrexate. Likewise, all three therapies attenuated alveolar bone loss. Relative abundance of Porphyromonadaceae was increased after oral inoculation with P. gingivalis and decreased after treatment. This is the first study to describe beneficial effects of non-surgical periodontal treatment on collagen-induced arthritis in mice and suggests that mouthwash with chlorhexidine or metronidazole may also be beneficial for patients with rheumatoid arthritis and a coexisting periodontitis. Methotrexate ameliorated periodontitis in mice, further raising the possibility that methotrexate may also positively impact on the tooth supporting tissues of patients with rheumatoid arthritis. KW - rheumatic diseases KW - rheumatology Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-237355 VL - 9 ER - TY - THES A1 - Hahn, Sarah T1 - Investigating non-canonical, 5' UTR-dependent translation of MYC and its impact on colorectal cancer development T1 - Untersuchung der nicht-kanonischen, 5' UTR-abhängigen Translation von MYC und ihres Einflusses auf die Entwicklung von Darmkrebs N2 - Colorectal cancer (CRC) is the second most common tumour disease in Germany, with the sequential accumulation of certain mutations playing a decisive role in the transition from adenoma to carcinoma. In particular, deregulation of the Wnt signalling pathway and the associated deregulated expression of the MYC oncoprotein play a crucial role. Targeting MYC thus represents an important therapeutic approach in the treatment of tumours. Since direct inhibition of MYC is challenging, various approaches have been pursued to date to target MYC indirectly. The MYC 5' UTR contains an internal ribosomal entry site (IRES), which has a particular role in the initiation of MYC translation, especially in multiple myeloma. As basis for this work, it was hypothesised on the basis of previous data that translation of MYC potentially occurs via its IRES in CRC as well. Based on this, two IRES inhibitors were tested for their potential to regulate MYC expression in CRC cells. In addition, alternative, 5’ UTR-dependent translation of MYC and interacting factors were investigated. EIF3D was identified as a MYC 5' UTR binding protein which has the potential to regulate MYC expression in CRC. The results of this work suggest that there is a link between eIF3D and MYC expression/translation, rendering eIF3D a potential therapeutic target for MYC-driven CRCs. N2 - Das kolorektale Karzinom (KRK) ist die zweithäufigste Tumorerkrankung in Deutschland, wobei die sequenzielle Akkumulation bestimmter Mutationen eine entscheidende Rolle beim Übergang vom Adenom zum Karzinom spielt. Insbesondere die Deregulation des Wnt-Signalweges und die damit verbundene deregulierte Expression des MYC-Onkoproteins spielen eine entscheidende Rolle. MYC ist ein zentraler Vermittler von Zellfunktionen und reguliert als Transkriptionsfaktor die Expression fast aller Gene sowie verschiedener RNA-Spezies. Selbst kleine Veränderungen der zellulären MYC-Konzentration können das Proliferationsverhalten beeinflussen und die Entstehung und das Fortschreiten von Tumoren fördern. Die gezielte Beeinflussung von MYC stellt daher einen wichtigen therapeutischen Ansatz für die Behandlung von Tumoren dar. Da eine direkte Hemmung von MYC aufgrund seiner Struktur herausfordernd ist, wurden bisher verschiedene Ansätze verfolgt, um MYC indirekt zu beeinflussen, etwa über seinen Interaktionspartner MAX oder auf Ebene der Stabilität, Transkription oder Translation. In unserer eigenen Forschungsgruppe lag der Schwerpunkt in den letzten Jahren speziell auf der Translation von MYC im KRK. Es konnte gezeigt werden, dass die Hemmung der kanonischen cap-abhängigen Translation nicht wie erwartet zu einer Verringerung der zellulären MYC-Level führt, was auf einen alternativen Mechanismus der MYC-Translation hindeutet, der unabhängig vom eIF4F-Komplex abläuft. Die 5'-UTR von MYC enthält eine interne ribosomale Eintrittsstelle (IRES), die eine besondere Rolle bei der Initiierung der MYC-Translation spielt, insbesondere im Multiplen Myelom. Als Grundlage für diese Arbeit wurde daher die Hypothese aufgestellt, dass die Translation von MYC im KRK möglicherweise ebenfalls über die IRES erfolgt. Auf dieser Grundlage wurden zunächst zwei publizierte IRES-Inhibitoren auf ihr Potenzial zur Regulierung der MYC-Expression in KRK-Zellen getestet. J007-IRES hatte keine Auswirkungen auf die MYC-Proteinmenge, und Cymarin scheint weitaus globalere Auswirkungen zu haben, die nicht ausschließlich auf die Verringerung der MYC-Proteinmenge zurückzuführen sind. Daher wurde weiter untersucht, inwieweit die alternative Translation von MYC generell von der 5'-UTR und damit interagierenden Faktoren abhängig ist. EIF3D wurde als MYC-5'-UTR-Bindungsprotein identifiziert, dessen Knockdown zu reduzierten MYC-Leveln, einem Proliferationsdefizit sowie einer Verringerung der globalen Proteinsynthese in KRK-Zellen führte. Darüber hinaus führte die Depletion von EIF3D zu ähnlichen Veränderungen im zellulären Genexpressionsmuster wie die Depletion von MYC, wobei viele tumorassoziierte Signalwege betroffen waren. Mittels eCLIP-seq wurde die Bindung von eIF3D an die MYC mRNA nachgewiesen, der genaue Mechanismus einer möglicherweise durch eIF3D vermittelten Translation von MYC muss jedoch weiter untersucht werden. Die Ergebnisse dieser Arbeit deuten darauf hin, dass eine Verbindung zwischen eIF3D und der MYC-Expression/Translation besteht, wodurch eIF3D zu einem potenziellen therapeutischen Ziel für MYC-getriebene KRKs wird. KW - Myc KW - Translation KW - Colorectal cancer KW - 5' UTR Y1 - 2024 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-364202 ER - TY - THES A1 - Diehl, Janina Marie Christin T1 - Ecology and evolution of symbiont management in ambrosia beetles T1 - Ökologie und Evolution des Symbiontenmanagements bei Ambrosiakäfern N2 - The relationship between a farmer and their cultivated crops in agriculture is multifaceted, with pathogens affecting both the farmer and crop, and weeds that take advantage of resources provided by farmers. For my doctoral thesis, I aimed to gain a comprehensive understanding of the ecology and symbiosis of fungus farming ambrosia beetles. Through my research, I discovered that the microbial composition of fungus gardens, particularly the mutualists, is significantly influenced by the presence of both adults and larvae. The recognition of both beneficial and harmful symbionts is crucial for the success of ambrosia beetles, who respond differently depending on their life stage and the microbial species they encounter, which can contribute to the division of labour among family groups. The presence of antagonists and pathogens in the fungus garden depends on habitat and substrate quality, and beetle response to their introduction results in behavioural and developmental changes. Individual and social immunity measures, as well as changes in bacterial and fungal communities, were detected as a result of pathogen introduction. Additionally, the ability of ambrosia beetles to establish two nutritional fungal species depends on several factors. These insects must strike a balance between their essential functions and adapt to the constantly changing ecological and social conditions, which demonstrates their adaptive flexibility. However, interpreting data from laboratory studies should be approached with caution, as the natural environment allows for more flexibility and the potential for other beneficial symbionts to become more prominent if required. To aid in my research, I designed primers that use the ‘fungal large subunit’ (LSU) as genetic marker to identify and differentiate mutualistic and antagonistic fungi in X. saxesenii. The primers were able to distinguish closely related species of the Ophiostomataceae and other fungal symbionts. This allowed me to associate the abundance of key fungal taxa with factors such as the presence of beetles, the nest's age and condition, and the various developmental stages present. My primers are a valuable tool for understanding fungal communities, including their composition and the identification of previously unknown functional symbionts. However, some aspects should be approached with caution due to the exclusion of non-amplified taxa in the relative fungal community compositions. N2 - Die Beziehung zwischen einem Landwirt und der von ihm angebauten Nahrung in der Landwirtschaft ist vielschichtig: Pathogene, die sowohl den Landwirt als auch die Pflanzen befallen, und Unkräuter, die sich die von Landwirten bereitgestellten Ressourcen zunutzen machen. In meiner Doktorarbeit wollte ich ein umfassendes Verständnis der Ökologie und der Symbiose von pilzzüchtenden Ambrosiakäfern erlangen. Im Rahmen meiner Forschung fand ich heraus, dass die mikrobielle Zusammensetzung von Pilzgärten, insbesondere der Mutualisten, durch die Anwesenheit sowohl der erwachsenen Tiere als auch der Larven erheblich beeinflusst wird. Die Erkennung sowohl nützlicher als auch schädlicher Symbionten ist entscheidend für den Erfolg der Ambrosiakäfer, die je nach Lebensstadium und den angetroffenen Mikrobenarten unterschiedlich reagieren, was zur Arbeitsteilung zwischen Familiengruppen beitragen kann. Das Vorhandensein von Antagonisten und Krankheitserregern im Pilzgarten hängt von der Qualität des Lebensraums und des Substrats ab, und die Reaktion der Käfer auf ihre Einschleppung führt zu Veränderungen im Verhalten und in der Entwicklung. Individuelle und soziale Immunitätsmaßnahmen sowie Veränderungen der Bakterien- und Pilzgemeinschaften wurden als Folge der Einführung von Krankheitserregern festgestellt. Darüber hinaus hängt die Fähigkeit von Ambrosiakäfern, zwei Nährpilzarten zu etablieren, von mehreren Faktoren ab. Diese Insekten müssen ein Gleichgewicht zwischen ihren lebenswichtigen Funktionen herstellen und sich an die ständig ändernden ökologischen und sozialen Bedingungen anpassen, was ihre Anpassungsfähigkeit zeigt. Bei der Interpretation von Daten aus Laborstudien ist jedoch Vorsicht geboten, da die natürliche Umgebung mehr Flexibilität zulässt und die Möglichkeit bietet, dass andere nützliche Symbionten bei Bedarf stärker in Erscheinung treten. Um meine Forschung zu unterstützen, habe ich Primer entwickelt, die die ‘fungal large subunit‘ (LSU) als genetischen Marker verwenden, um mutualistische und antagonistische Pilze in X. saxesenii zu identifizieren und zu unterscheiden. Die Primer waren in der Lage, eng verwandte Arten der Ophiostomataceae und andere Pilzsymbionten zu unterscheiden. Auf diese Weise konnte ich die Häufigkeit der wichtigsten Pilztaxa mit Faktoren wie dem Vorhandensein von Käfern, dem Alter und Zustand des Nests und den verschiedenen Entwicklungsstadien in Verbindung bringen. Meine Primer sind ein wertvolles Instrument für das Verständnis von Pilzgemeinschaften, einschließlich ihrer Zusammensetzung und der Identifizierung von bisher unbekannten funktionellen Symbionten. Einige Aspekte sind jedoch mit Vorsicht zu genießen, da nicht amplifizierte Taxa in den relativen Zusammensetzungen der Pilzgemeinschaften nicht berücksichtigt werden. KW - ambrosia beetles KW - symbiont management KW - amplicon sequencing KW - fungus farming KW - microbial communities KW - social behaviour KW - Ökologie KW - Evolution Y1 - 2024 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-321213 ER - TY - THES A1 - Merscher, Alma-Sophia T1 - To Fear or not to Fear: Unraveling the (Oculo)motor and Autonomic Components of Defensive States in Humans T1 - Vor Furcht Erstarren: Charakterisierung der (Okulo)motorischen und Autonomen Komponenten Menschlicher Defensivreaktionen N2 - Defensive behaviors in response to threats are key factors in maintaining mental and physical health, but their phenomenology remains poorly understood. Prior work reported an inhibition of oculomotor activity in response to avoidable threat in humans that reminded of freezing behaviors in rodents. This notion of a homology between defensive responding in rodents and humans was seconded by concomitant heart rate decrease and skin conductance increase. However, several aspects of this presumed defense state remained ambiguous. For example, it was unclear whether the observed oculomotor inhibition would 1) robustly occur during preparation for threat-avoidance irrespective of task demands, 2) reflect a threat-specific defensive state, 3) be related to an inhibition of somatomotor activity as both motion metrics have been discussed as indicators for freezing behaviors in humans, and 4) manifest in unconstrained settings. We thus embarked on a series of experiments to unravel the robustness, threat-specificity, and validity of previously observed (oculo)motor and autonomic dynamics upon avoidable threat in humans. We provided robust evidence for reduced gaze dispersion, significantly predicting the speed of subsequent motor reactions across a wide range of stimulus contexts. Along this gaze pattern, we found reductions in body movement and showed that the temporal profiles between gaze and body activity were positively related within individuals, suggesting that both metrics reflect the same construct. A simultaneous activation of the parasympathetic (i.e., heart rate deceleration) and sympathetic (i.e., increased skin conductance and pupil dilation) nervous system was present in both defensive and appetitive contexts, suggesting that these autonomic dynamics are not only sensitive to threat but reflecting a more general action-preparatory mechanism. We further gathered evidence for two previously proposed defensive states involving a decrease of (oculo)motor activity in a naturalistic, unconstrained virtual reality environment. Specifically, we observed a state consisting of a cessation of ongoing behaviors and orienting upon relatively distal, ambiguous threat (Attentive Immobility) while an entire immobilization and presumed allocation of attention to the threat stimulus became apparent upon approaching potential threat (Immobility under Attack). Taken together, we provided evidence for specific oculomotor and autonomic dynamics upon increasing levels of threat that may inspire future translational work in rodents and humans on shared mechanisms of threat processing, ultimately supporting the development of novel therapeutic approaches. N2 - Angemessen auf Gefahren zu reagieren, ist überlebensnotwendig, wissenschaftlich jedoch wenig verstanden. Eine frühere Studie wies auf, dass ProbandInnen ihre Augen weniger bewegten, wenn sie mit einer Bedrohung konfrontiert waren, der sie mit einer schnellen Bewegung entkommen konnten. Dieses eingeschränkte Blickbewegungsmuster wurde von einer Herzraten-Dezeleration und einem Anstieg der Hautleitfähigkeit begleitet und wies damit Ähnlichkeiten mit bestimmten Erstarrungsreaktionen auf Bedrohungen (Freezing) bei Nagetieren auf. Es blieb jedoch unklar, ob die eingeschränkten Augenbewegungen 1. robust und unabhängig von spezifischen Aufgabenstellungen als Reaktion auf eine vermeidbare Bedrohung auftreten, 2. eine bedrohungsspezifische Komponente eines Defensivzustands darstellen, 3. von einer körperlichen Bewegungsreduktion begleitet und 4. im freien Raum auftreten würden. Wir haben daher untersucht, ob dieses eingeschränkte Blickbewegungsmuster sowie seine autonomen Begleiterscheinungen robust, bedrohungsspezifisch und valide sind. In unseren Studien traten verringerte Augenbewegungen robust und bedrohungsspezifisch als Reaktion auf vermeidbare Bedrohungen auf und sagten schnellere Reaktionszeiten vorher. Die eingeschränkten Augenbewegungen wurden von verringerten Körperbewegungen begleitet, deren zeitliche Verläufe miteinander korrelierten. Dies könnte auf ein zugrundeliegendes gemeinsames Konstrukt hinweisen. Wir beobachteten außerdem eine Herzraten-Dezeleration sowie erhöhte Hautleitfähigkeit und Pupillendilation in bedrohlichen und appetitiven Kontexten, was darauf hindeutet, dass diese autonomen Dynamiken nicht nur durch Bedrohungen, sondern auch allgemein handlungsvorbereitend ausgelöst werden können. Zuletzt konnten wir in einer frei explorierbaren, virtuellen Umgebung Hinweise auf zwei Defensivzustände liefern, deren Unterscheidung zuvor postuliert, jedoch noch nicht weitreichend belegt war. Bei relativ weit entfernter und ambivalenter Gefahr hielten die ProbandInnen inne und drehten sich, vermutlich zur Orientierung, zum potentiellen Ort der Bedrohung hin (Attentive Immobility). Wenn sich die Bedrohung jedoch näherte, verringerten sich sowohl Körper- als auch Augenbewegungen, als würden die ProbandInnen ihre Aufmerksamkeit auf die Bedrohung ausrichten (Immobility under Attack). Zusammenfassend lieferten unsere Erhebungen damit Belege für spezifische (okulo)motorische und autonome Dynamiken bei steigender Bedrohung, die zukünftige translationale Forschungen über Homologien von Defensivzuständen zwischen Nagetieren und Menschen inspirieren und damit womöglich die Entwicklung neuer therapeutischer Verfahren unterstützen können. KW - Furcht KW - Fear Y1 - 2024 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-327913 ER - TY - THES A1 - Kanmegne Tamga, Dan Emmanuel T1 - Modelling Carbon Sequestration of Agroforestry Systems in West Africa using Remote Sensing T1 - Modellierung der Kohlenstoffbindung von agroforstwirtschaftlichen Systemen in Westafrika mittels Fernerkundung N2 - The production of commodities such as cocoa, rubber, oil palm and cashew, is the main driver of deforestation in West Africa (WA). The practiced production systems correspond to a land managment approach referred to as agroforestry systems (AFS), which consist of managing trees and crops on the same unit of land.Because of the ubiquity of trees, AFS reported as viable solution for climate mitigation; the carbon sequestrated by the trees could be estimated with remote sensing (RS) data and methods and reported as emission reduction efforts. However, the diversity in AFS in relation to their composition, structure and spatial distribution makes it challenging for an accurate monitoring of carbon stocks using RS. Therefore, the aim of this research is to propose a RS-based approach for the estimation of carbon sequestration in AFS across the climatic regions of WA. The main objectives were to (i) provide an accurate classification map of AFS by modelling the spatial distribution of the classification error; (ii) estimate the carbon stock of AFS in the main climatic regions of WA using RS data; (iii) evaluate the dynamic of carbon stocks within AFS across WA. Three regions of interest (ROI) were defined in Cote d'Ivoire and Burkina Faso, one in each climatic region of WA namely the Guineo-Congolian, Guinean and Sudanian, and three field campaigns were carried out for data collection. The collected data consisted of reference points for image classification, biometric tree measurements (diameter, height, species) for biomass estimation. A total of 261 samples were collected in 12 AFS across WA. For the RS data, yearly composite images from Sentinel-1 and -2 (S1 and S2), ALOS-PALSAR and GEDI data were used. A supervised classification using random forest (RF) was implemented and the classification error was assessed using the Shannon entropy generated from the class probabilities. For carbon estimation, different RS data, machine learning algorithms and carbon reference sources were compared for the prediction of the aboveground biomass in AFS. The assessment of the carbon dynamic was carried between 2017 and 2021. An average carbon map was genrated and use as reference for the comparison of annual carbon estimations, using the standard deviation as threshold. As far as the results are concerned, the classification accuracy was higher than 0.9 in all the ROIs, and AFS were mainly represented by rubber (38.9%), cocoa (36.4%), palm (10.8%) in the ROI-1, mango (15.2%) and cashew (13.4%) in ROI-2, shea tree (55.7%) and African locust bean (28.1%) in ROI-3. However, evidence of misclassification was found in cocoa, mango, and shea butter. The assessment of the classification error suggested that the error level was higher in the ROI-3 and ROI-1. The error generated from the entropy was able to reduced the level of misclassification by 63% with 11% of loss of information. Moreover, the approach was able to accuretely detect encroachement in protected areas. On carbon estimation, the highest prediction accuracy (R²>0.8) was obtained for a RF model using the combination of S1 and S2 and AGB derived from field measurements. Predictions from GEDI could only be used as reference in the ROI-1 but resulted in a prediction error was higher in cashew, mango, rubber and cocoa plantations, and the carbon stock level was higher in African locust bean (43.9 t/ha), shea butter (15 t/ha), cashew (13.8 t/ha), mango (12.8 t/ha), cocoa (7.51 t/ha) and rubber (7.33 t/ha). The analysis showed that carbon stock is determined mainly by the diameter (R²=0.45) and height (R²=0.13) of trees. It was found that crop plantations had the lowest biodiversity level, and no significant relationship was found between the considered biodiversity indices and carbon stock levels. The assessment of the spatial distribution of carbon sources and sinks showed that cashew plantations are carbon emitters due to firewood collection, while cocoa plantations showed the highest potential for carbon sequestration. The study revealed that Sentinel data could be used to support a RS-based approach for modelling carbon sequestration in AFS. Entropy could be used to map crop plantations and to monitor encroachment in protected areas. Moreover, field measurements with appropriate allometric models could ensure an accurate estimation of carbon stocks in AFS. Even though AFS in the Sudanian region had the highest carbon stocks level, there is a high potential to increase the carbon level in cocoa plantations by integrating and/or maintaining forest trees. N2 - Die Produktion von Rohstoffen wie Kakao, Kautschuk, Ölpalmen und Cashew ist die Hauptursache fur die Entwaldung in Westafrika (WA). Die verwendeten Produktionssyteme entsprechen einem Landbewirtschaftungskonzept, welches als Agroforstsysteme (AFS) bezeichnet wird und darin besteht, Baume und Nutzpflanzen auf der gleichen Landeinheit zu bewirtschaften. Aufgrund der kohlenstoffbindung durch Baumen sind AFS als praktikable Losung fur den Klimaschutz anerkannt, die Vielfalt der AFS in Bezug auf ihre Zusammensetzung, Struktur un raumliche Verteilung erschwert jedoch eine genaue Schatzung der Kohlenstoffvorrate. Hier konnen Daten und Methoden der satellitenbasierten Erdbeobachtung ansetzten. Ziel dieser Forschungsarbeit ist es daher, einen fernerkundungs-basierten Ansatz fur die Schatzung der Kohlenstoffbindung in AFS in den Klimaregionen von WA vorzuschlagen. Die Hauptziele waren (i) die Erstellung einer genauen Klassifizierungskarte von AFS durch Modellierung der raumlichen verteilung des Klassifizierungsfehlers; (ii) die Shatzung des Kohlenstoffbestands von AFS in den wichtigsten Klimaregionen von WA unter Verwendung von Fernerkundungs-daten (RS); (iii) die Bewertung der raumlichen Verteilung von Kohlenstoffquellen und -senken innerhalb von AFS in ganz WA. Fur jede Klimaregion in West Afrika wurden drei Regionen von Interesse (ROI) festgelegt, namlich die guineisch-kongolesische (ROI 1), die guineische (ROI 2) und die sudanesische Region (ROI 3) in Côte d'Ivoire und Burkina Faso, und es wurden drei Feldkampagnen zur Datenerhebung durchgefuhrt. Die gesammelten Daten bestanden aus Referenzpunkten fur die Bildklassifizierung und biometrischen Messungen (Durchmesser, Hohe, Artname) zur Schatzung der Biomasse. Insgesamt wurden 261 Proben in 12 AFS in ganz WA gesammelt. Fur die RS-Daten wurden jahrliche Komposite von Sentinel-1 und -2 (s1 und S3), ALOS-PALSAR und GEDI-Daten verwendet. Es wurde eine uberwachte Klassifizierung mit Random Forest (RF) algorithmus durch gefuhrt, und der Klassifizierungsfehler wurde anhand der aus den Klassenwahrscheinlichkeiten generierten Shannon-Entropie bewertet. Fur die Kohlenstoffschatzung wurden verschiedene RS-Daten, Algorithmen fur maschinelles Lernen und Kohlenstoff-Referenzquellen fur die Vorhesage des Kohlenstoffs in AFS verglichen. Die Bewertung der raumlichen Verteilung von Kohlenstoffsenken und -quellen basierte auf der Bewertung von Anomalien in der Kohlenstoffdynamik zwischen 2017 und 2021. Es wurde eine Karte zum durchschnittliche gebundenen Kohkenstoff erstellt, und die jahrliche Differenz wurde verwendet, um Kohlenstoffsenken und -quellen zu identifizieren. Die Klassifizierungsgenauigkeit war in allen ROI hoher als 0.9, in der Region dominierten Kautschuk (38.9%), Kakao (36.4%), Palme (10.8%) in ROI-1, Mango (15.2%) und Cashew (13.4%) in ROI-2, Sheabaum (55.7%) und Johannisbrot (28.1%) in ROI-3. Hinweise auf eine Fehlklassifizierung wurden vor allem bei Kakao, Mango un Sheabutter gefunden. Die Bewertung des Klassifizierungsfehlers ergab, dass das Fehlerniveau in ROI-3 und ROI-1 hoher war. Der aus der Entropie generiete Fehler konnte das Ausmass der Fehlklassifizierung reduzieren, ohne die gut klassifizierten Pixel zu beeintrachtigen. Ausserdem war der Ansatz in der Lage, Eingriffe in Schutzgebiete zuverlassig un akkurat zu erkennen. Was die Kohlenstoffschatzung betrifft, so wrude die hochste Vorhersagegenauigkeit (R²> 0.8)bei der Kombination von S1 und S2 mit Random Forest und AGB aus Feldmessungen erzielt. Vorhersagen von GEDI konnten nur als Referenz in der ROI verwendet werden, fuhrten aber zu einem Vorhersagefehler bei Cashew-, Mango-, Kautschuk- und Kakaoplantagen hoher war und der Kohlenstoffbestand bei Johannisbrot (43.9t/ha), Sheabutter (15 t/ha), Cashew (13.8 t/ha), Mango (12.8t/ha), Kakao (7.51 t/ha) und Kautschuk (7.33 t/ha) hoher war. Die Analyse zeigte, dass der Kohlenstoffbestand hauptsachlich durch den Durchmesser (R²=0.45) und die Hohe (R²=0.13) der Baume beeinflusst wird. Zudem wurde festgestellt, dass Plantagenkulturen die geringste Biodiversitat aufweisen, und es wurde kein signifikanter Zusammenhang zwischen Biodiversitatsindizes und Kohlenstoffvorraten festgestellt. Die Bewertung der raumlichen Verteilung von Kohlenstoffquellen und -senken zeigte, dass Cashew ein Kohlenstoffemittent ist, da in dieser Region Brennholz gesammelt wird, wahrend Kakaoplantagen wichtige Kohlenstoffsenken sind. Die Studie ergab zudem, dass Sentinel-Daten zur Unterstutzung eines RS-basierten Ansatzes fur die Modellierung der Kohlenstoffbindung in AFS verwendet werden konnten. Die Entropie konnte zur Kartierung von Anbauplantagen und zur uberwachen von Schutzgebiete verwendet werden. Daruber hinaus gewahrleisten feldmessungen mit geeigneten allometrischen Modellen eine genaue Schatzung der Kohlenstoffvorrate in AFS. Die AFS in der sudanesischen Region weisen die hochsten Kohlenstoffvorrate auf, aber es besteht die Moglichkeit, den Kohlenstoffgehalt in Kakaoplantagen durch die Integration und/oder Erhaltung von Waldbaumen zu erhoehen. KW - Sequestrierung KW - Fernerkundung KW - Westafrika KW - carbon sequestration KW - agroforestry systems KW - remote sensing KW - West Africa Y1 - 2024 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-369269 ER - TY - THES A1 - Laqua, Caroline T1 - Association of myocardial tissue characteristics and functional outcome in biopsy-verified myocarditis assessed by cardiac magnetic resonance imaging T1 - Zusammenhänge zwischen geweblichen Eigenschaften des Myokards und funktionellem Outcome bei biopsie-verifizierter Myokarditis im Kardio-MRT N2 - The relation between LV function and cardiac MRI tissue characteristics in separate myocardial segments and their change over time has yet to be explored in myocarditis. Thus, our research aimed to investigate possible associations between global and regional myocardial T1 and T2 times and peak strain in patients with suspected myocarditis. From 2012 to 2015, 129 patients with clinically suspected myocarditis of the prospective, observational MyoRacer-Trial underwent systematic biventricular EMB at baseline and cardiac MRI at baseline and after three months as a follow-up. We divided the LV myocardium into 17 segments and estimated the segmental myocardial strain using FT. We registered T1 and T2 maps to the cine sequences and transferred the segmentations used for FT to ensure conformity of the myocardial segments. Multi-level multivariable linear mixed effects regression was applied to investigate the relation of segmental myocardial strain to relaxation times and their respective change from baseline to follow-up. We found a significant improvement in myocardial peak strain from baseline to follow-up (p < 0.001; all p-values given for likelihood ratio tests) and significant associations between higher T1 and T2 times and lower segmental myocardial peak strain (p ranging from < 0.001 to 0.049). E.g., regression coefficient (Reg. coef.) for segmental radial peak strain in short axis view (SRPS_SAX) and T1 time: -1.9, 95% CI (-2.6;-1.2) %/100 ms, p < 0.001. A decrease in T1 and T2 times from baseline to follow-up was also significantly related to a recovery of segmental peak strains (p ranging from < 0.001 to 0.050). E.g., Reg. coef. for SRPS_SAX per ΔT1: -1.8, 95% CI (-2.5;-1.0) %/100 ms, p < 0.001. Moreover, the higher the baseline T1 time, the more substantial the functional recovery from baseline to follow-up (p ranging from 0.004 to 0.042, e.g., for SRPS_SAX: Reg. coef. 1.3, 95% CI (0.4;2.1) %/100 ms, p 0.004). We did not find an effect modification by the presence of myocarditis in the EMB (p > 0.1). Our cross-sectional and longitudinal analyses provide evidence of dose-dependent correlations between T1 and T2 relaxation times and myocardial peak strain in patients with clinical presentation of myocarditis, regardless of the EMB result. Thus, assessing strain values and mapping relaxation times helps estimate the functional prognosis in patients with clinically suspected myocarditis. N2 - Die Zusammenhänge zwischen der kardialen linksventrikulären (LV) Funktion und magnetresonanztomographisch erhebbaren Parametern des Myokards sowie deren jeweiligen Entwicklungen im zeitlichen Verlauf einer Myokarditis sind bisher nicht umfassend untersucht. Daher beschäftigt sich die vorliegende Arbeit mit der Erforschung des Verhältnisses von globalen und regionalen peak strain-Werten und T1 und T2 Zeiten des LV Myokards in der Magnetresonanztomographie (MRT) bei Patienten mit Verdacht auf Myokarditis. Die MyoRacer-Studie ist eine prospektive Beobachtungsstudie, die von 2012 bis 2015 am Herzzentrum des Universitätsklinikums Leipzig durchgeführt wurde. Dabei wurden 129 Patienten mit klinischem Verdacht auf Myokarditis mittels biventrikulärer Myokardbiopsie sowie kardialer MRT untersucht. Drei Monate nach der Erstuntersuchung (EU) erfolgte eine MRT-Folgeuntersuchung (FU). Für unsere Analysen unterteilten wir das LV Myokard standardmäßig in 17 Segmente, um mithilfe der Technik des feature trackings den segmentalen peak strain zu evaluieren. Weiterhin registrierten wir T1 und T2 maps gegen cine-Sequenzen der MRT und übertrugen die Segmentierungen aus den cine-Sequenzen zwecks Übereinstimmung in die MRT maps. Anschließend analysierten wir die Zusammenhänge zwischen segmentalem strain und T1 und T2 Zeiten und deren jeweiligen Veränderungen im zeitlichen Verlauf mithilfe eines hierarchischen, multivariablen, gemischten linearen Regressionsmodells. Unsere Ergebnisse zeigen eine signifikante Verbesserung der peak strain-Werte von der EU zur FU (p < 0.001; alle p-Werte für likelihood ratio tests angegeben) sowie eine signifikante Assoziation von erhöhten T1 und T2 Zeiten mit verminderten segmentalen peak strain-Werten (p zwischen < 0.001 und 0.049). Weiterhin war ein Abfall der T1 und T2 Zeiten von der EU zur FU signifikant mit einer Erholung der segmentalen peak strain-Werte verknüpft (p zwischen < 0.001 und 0.050). Je höher die T1 Zeiten bei der EU ausfielen, desto stärker erholte bzw. verbesserte sich der peak strain von der EU zur FU (p zwischen 0.004 und 0.042). Eine Effektmodifikation durch den bioptischen Nachweis einer Myokarditis war nicht zu beobachten (p > 0.1). Unsere Quer- und Längsschnittanalysen belegen dosisabhängige Zusammenhänge zwischen T1 und T2 Zeiten und myokardialen peak strain-Werten bei Patienten mit dem klinischen Bild einer Myokarditis, unabhängig vom Ergebnis der Myokardbiopsie. Daher ist die Bestimmung von T1 und T2 Zeiten und myokardialem strain mittels kardialer MRT zur Abschätzung der funktionellen Prognose bei Patienten mit klinischem Verdacht auf Myokarditis hilfreich. KW - Myokarditis KW - Kernspintomografie KW - T1-Zeit KW - T2-Zeit KW - strain KW - t1 time KW - t2 time KW - myocarditis KW - MRI Y1 - 2024 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-363903 ER -